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  • Applied Machine Learning

Applied Machine Learning Courses

Applied Machine Learning courses can help you learn data preprocessing, model selection, feature engineering, and evaluation metrics. You can build skills in implementing algorithms, optimizing performance, and interpreting results in practical contexts. Many courses introduce tools like Python, TensorFlow, and scikit-learn, that support developing machine learning models and applying AI techniques to solve real-world problems.

Popular Applied Machine Learning Courses and Certifications


  • P

    Pragmatic AI Labs

    Mastering GitHub

    Skills you'll gain: GitHub Copilot, Model Context Protocol, GitHub, Responsible AI, Git (Version Control System), Model Evaluation, AI Integrations, Object-Relational Mapping, Package and Software Management, Restful API, Open Source Technology, CI/CD, AI Security, Security Controls, Generative AI, Agentic Workflows, Security Strategy, Enterprise Architecture, Automation Engineering, Machine Learning

    3.5 stars, 6 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 3.5 (6) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Engaging and Assessing Students with Plickers

    Skills you'll gain: Student Engagement, Interactive Learning, Digital pedagogy, Instructional Strategies, Education Software and Technology, Pedagogy, User Accounts, Teaching, Barcoding, Account Management, Analysis

    4.8 stars, 41 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.8 (41) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • L

    LearnQuest

    Test-Driven Development

    Skills you'll gain: Continuous Delivery, Test Driven Development (TDD), Unit Testing, Continuous Deployment, Continuous Integration, Test Script Development, Program Development, CI/CD, Agile Methodology, Test Automation, Development Testing, Mockups, Test Case, Agile Software Development, Software Testing, Debugging, Software Development, Python Programming, Version Control, Requirements Analysis

    4 stars, 83 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4 (83) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • E

    Edureka

    Generative AI for Cybersecurity Professionals

    Skills you'll gain: AI Security, Responsible AI, Generative AI, Prompt Engineering, Data Ethics, Generative Model Architectures, AI Integrations, Cyber Threat Intelligence, Risking, Cyber Security Strategy, Cybersecurity, LLM Application, Large Language Modeling, Cyber Security Policies, Cyber Attacks, Cyber Risk, Artificial Intelligence and Machine Learning (AI/ML), Security Awareness, Machine Learning, Automation

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Modern Graph Theory Algorithms with Python

    Skills you'll gain: Graph Theory, Network Analysis, Network Model, Social Network Analysis, Graphing, NoSQL, Data Science, Query Languages, Visualization (Computer Graphics), Applied Machine Learning, Data Transformation, Big Data, Machine Learning Methods, Python Programming, Spatial Data Analysis, Deep Learning, Machine Learning, Machine Learning Algorithms

    Intermediate · Course · 3 - 6 Months

  • C

    Coursera

    Tokens to Deployment: NLP, Language Models, & Production API

    Skills you'll gain: OAuth, Unit Testing, Apache Airflow, Fine-tuning, Model Evaluation, Data Validation, API Design, Test Driven Development (TDD), Data Integrity, Extract, Transform, Load, Model Training, Multimodal Prompts, Natural Language Processing, MLOps (Machine Learning Operations), OpenAI API, Data Presentation, Hugging Face, Token Optimization, CI/CD, Tensorflow

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • S

    Saïd Business School, University of Oxford

    AI and Sustainability: Leading Responsibly

    Skills you'll gain: Responsible AI, AI Enablement, Sustainable Business, Strategic Leadership, Corporate Sustainability, AI Product Strategy, Governance, Environmental Social And Corporate Governance (ESG), Sustainable Development, Artificial Intelligence, Sustainable Systems, Social Justice, Organizational Leadership, AI literacy, Leadership, Organizational Strategy, Sustainable Technologies, Ethical Standards And Conduct, Change Management, Risk Management

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • E

    EDUCBA

    Personality Development for Leadership Success

    Skills you'll gain: Self-Awareness, Communication, Interpersonal Communications, Leadership Development, Rapport Building, Personal Attributes, Personal Development, Professional Development, Leadership, Influencing, Lifelong Learning, Self-Discipline, Thought Leadership, Persona Development, Assertiveness, Psychological Evaluations, Positivity, Psychology, Adaptability, Decision Making

    Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • B

    Board Infinity

    Generative AI in Software Development

    Skills you'll gain: Generative Model Architectures, GitHub Copilot, Retrieval-Augmented Generation, Artificial Intelligence and Machine Learning (AI/ML), AI Personalization, Google Gemini, Responsible AI, Embeddings, Gemini, Software Development Tools, AI Integrations

    4.3 stars, 7 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.3 (7) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • E

    EDUCBA

    Risk Management and Portfolio Theory

    Skills you'll gain: Enterprise Risk Management (ERM), Portfolio Management, Governance Risk Management and Compliance, Portfolio Risk, Governance, Risk Management, Risk Modeling, Risk Management Framework, Financial Management, Market Liquidity, Risk Analysis, Financial Services, Risk Control, Finance, Risk Mitigation, Probability, IT Management, Capital Markets, Decision Making, Application Frameworks

    Mixed · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • M

    Maven Analytics

    Microsoft Copilot for Excel: AI-Powered Data Analysis

    Skills you'll gain: Microsoft Copilot, Microsoft Excel, Pivot Tables And Charts, Excel Formulas, People Analytics, Data Manipulation, Data Analysis, Data Wrangling, Data Visualization, Artificial Intelligence, Generative AI, Prompt Engineering

    4.6 stars, 17 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (17) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • O

    O.P. Jindal Global University

    Introduction to Psychology

    Skills you'll gain: Scientific Methods, Psychology, Research Design, Research, Research Methodologies, Mental and Behavioral Health, Mental Health, Clinical Psychology, Mental Health Diseases and Disorders, Physiology, Statistical Analysis, Neurology

    4.7 stars, 28 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (28) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
    Category: Build toward a degree
    Build toward a degree
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In summary, here are 10 of our most popular applied machine learning courses

  • Mastering GitHub: Pragmatic AI Labs
  • Engaging and Assessing Students with Plickers: Coursera
  • Test-Driven Development: LearnQuest
  • Generative AI for Cybersecurity Professionals: Edureka
  • Modern Graph Theory Algorithms with Python: Packt
  • Tokens to Deployment: NLP, Language Models, & Production API: Coursera
  • AI and Sustainability: Leading Responsibly: Saïd Business School, University of Oxford
  • Personality Development for Leadership Success: EDUCBA
  • Generative AI in Software Development: Board Infinity
  • Risk Management and Portfolio Theory: EDUCBA

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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